From the 10 of 385 papers with an AI index.
53 citations
- University of Science and Technology of ChinaCN114 papers
- Peking UniversityCN112 papers
- Tsinghua UniversityCN110 papers
- Carnegie Mellon UniversityUS101 papers
- South China Normal UniversityCN98 papers
- Institute of Modern PhysicsCN97 papers
- University of TarapacáCL97 papers
- University of TurinIT97 papers
- Beihang UniversityCN96 papers
- Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali di FrascatiIT96 papers
- Nanjing Normal UniversityCN96 papers
- National Centre for Nuclear ResearchPL96 papers
24 papers · 1 filter
RetroMPA: A Molecular Property-Aware Auxiliary Framework for Enhancing Retrosynthesis Prediction
Mianzhi Liu, Fan Xiao, Zhiliang Yu +5
Retrosynthesis is a cornerstone of drug discovery and organic synthesis. While data-driven deep learning models have shown remarkable progress, they autonomously learn reaction pat…
NodeImport: Imbalanced Node Classification with Node Importance Assessment
Nan Chen, Zemin Liu, Bryan Hooi +3
The paper proposes NodeImport, a framework that assesses node importance using a balanced meta-set to dynamically select valuable labeled, unlabeled, and synthetic nodes, improving…
Handling Feature Heterogeneity with Learnable Graph Patches
Yifei Sun, Yang Yang, Xiao Feng +4
In recent years, the rapid development of foundation models and graph pre-training technologies has spurred increasing interest in constructing a universal pre-trained graph model…
Adaptive NN graph model
Jiaye Li, Hang Xu, Shichao Zhang
The -nearest neighbors (NN) algorithm is a cornerstone of non-parametric classification in artificial intelligence, yet its deployment in large-scale applications is persiste…
Parallel Complex Diffusion for Scalable Time Series Generation
Rongyao Cai, Yuxi Wan, Kexin Zhang +4
Diffusion models learn data distributions indirectly through denoising, making the difficulty of generative modeling closely tied to the dependency structure of data. For time seri…
CktGen: Automated Analog Circuit Design with Generative Artificial Intelligence
Yuxuan Hou, Hehe Fan, Jianrong Zhang +6
The automatic synthesis of analog circuits presents significant challenges. Most existing approaches formulate the problem as a single-objective optimization task, overlooking that…